Projects
4 projects
Vocabulary trimming in text encoders
Achieved 55% parameter reduction on mDenseOn with minimal performance loss by trimming the vocabulary of the model.
Trimming Efficiency Compression
Efficient text encoder for retrieval of complex scientific projects
End-to-end pipeline for generating training and evaluation datasets from scientific project corpora using OSS LLMs, fine-tuning ModernBERT for domain retrieval, and benchmarking against larger text encoders.
Retrieval Text encoder ModernBERT Scientific projects
Player Detection & Team Clustering
Automated football video analysis with player detection, team clustering, tracking, and annotated outputs.
Computer Vision Sports YOLO SigLIP2 Kmeans
Educational YouTube Channel
Videos in Spanish about Deep Learning and Computer Science
Educational Deep Learning Computer Science